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Models/MoveSORT

MoveSORT

Reported on 30 benchmarks across 4 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision35 results

  • VideoonSportsMOT
    MOTA· uses extra data· 2024-02-15
    96.7
    best: 97.1 (AED)
    SOTA
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Multi-Object TrackingonSportsMOT
    MOTA· uses extra data· 2024-02-15
    96.7
    best: 97.1 (AED)
    SOTA
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Object TrackingonSportsMOT
    MOTA· uses extra data· 2024-02-15
    96.7
    best: 97.1 (AED)
    SOTA
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Multiple Object TrackingonSportsMOT
    MOTA· uses extra data· 2024-02-15
    96.7
    best: 97.1 (AED)
    SOTA
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • VideoonSportsMOT
    AssA· uses extra data· 2024-02-15
    63.7
    best: 74.5 (DeepEIoU + GTA)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • VideoonSportsMOT
    DetA· uses extra data· 2024-02-15
    87.5
    best: 89.4 (AED)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • VideoonSportsMOT
    HOTA· uses extra data· 2024-02-15
    74.6
    best: 81 (DeepEIoU + GTA)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • VideoonSportsMOT
    IDF1· uses extra data· 2024-02-15
    76.9
    best: 86.5 (DeepEIoU + GTA)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Multi-Object TrackingonDanceTrack
    AssA· 2024-02-15
    38.7
    best: 72.3 (SAM2MOT)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Multi-Object TrackingonDanceTrack
    DetA· 2024-02-15
    81.6
    best: 84.14 (MT_IOT)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Multi-Object TrackingonDanceTrack
    HOTA· 2024-02-15
    56.1
    best: 75.9 (SAM2MOT)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Multi-Object TrackingonDanceTrack
    IDF1· 2024-02-15
    56
    best: 84.4 (SAM2MOT)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Multi-Object TrackingonDanceTrack
    MOTA· 2024-02-15
    91.8
    best: 93.97 (MT_IOT)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Multi-Object TrackingonSportsMOT
    AssA· uses extra data· 2024-02-15
    63.7
    best: 74.5 (DeepEIoU + GTA)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Multi-Object TrackingonSportsMOT
    DetA· uses extra data· 2024-02-15
    87.5
    best: 89.4 (HAT-FastReID-MOT)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Multi-Object TrackingonSportsMOT
    HOTA· uses extra data· 2024-02-15
    74.6
    best: 81 (DeepEIoU + GTA)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Multi-Object TrackingonSportsMOT
    IDF1· uses extra data· 2024-02-15
    76.9
    best: 86.5 (DeepEIoU + GTA)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Object TrackingonDanceTrack
    AssA· 2024-02-15
    38.7
    best: 72.3 (SAM2MOT)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Object TrackingonDanceTrack
    DetA· 2024-02-15
    81.6
    best: 84.14 (MT_IOT)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Object TrackingonDanceTrack
    HOTA· 2024-02-15
    56.1
    best: 75.9 (SAM2MOT)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Object TrackingonDanceTrack
    IDF1· 2024-02-15
    56
    best: 84.4 (SAM2MOT)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Object TrackingonDanceTrack
    MOTA· 2024-02-15
    91.8
    best: 93.97 (MT_IOT)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Object TrackingonSportsMOT
    AssA· uses extra data· 2024-02-15
    63.7
    best: 74.5 (DeepEIoU + GTA)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Object TrackingonSportsMOT
    DetA· uses extra data· 2024-02-15
    87.5
    best: 89.4 (HAT-FastReID-MOT)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Object TrackingonSportsMOT
    HOTA· uses extra data· 2024-02-15
    74.6
    best: 81 (DeepEIoU + GTA)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Object TrackingonSportsMOT
    IDF1· uses extra data· 2024-02-15
    76.9
    best: 86.5 (DeepEIoU + GTA)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Object TrackingonSportsMOT
    AssA· uses extra data· 2024-02-15
    63.7
    best: 74.5 (DeepEIoU + GTA)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Object TrackingonSportsMOT
    DetA· uses extra data· 2024-02-15
    87.5
    best: 89.4 (HAT-FastReID-MOT)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Object TrackingonSportsMOT
    HOTA· uses extra data· 2024-02-15
    74.6
    best: 81 (DeepEIoU + GTA)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Object TrackingonSportsMOT
    IDF1· uses extra data· 2024-02-15
    76.9
    best: 86.5 (DeepEIoU + GTA)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Object TrackingonSportsMOT
    MOTA· uses extra data· 2024-02-15
    96.7
    best: 97.1 (AED)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Multiple Object TrackingonSportsMOT
    AssA· uses extra data· 2024-02-15
    63.7
    best: 74.5 (DeepEIoU + GTA)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Multiple Object TrackingonSportsMOT
    DetA· uses extra data· 2024-02-15
    87.5
    best: 89.4 (AED)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Multiple Object TrackingonSportsMOT
    HOTA· uses extra data· 2024-02-15
    74.6
    best: 81 (DeepEIoU + GTA)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865
  • Multiple Object TrackingonSportsMOT
    IDF1· uses extra data· 2024-02-15
    76.9
    best: 86.5 (DeepEIoU + GTA)
    Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object TrackingarXiv:2402.09865